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Dashboard

Overview

The dashboard home — live traffic, models, and health at a glance.

The dashboard home shows live operational state: request and token rates, a model-residency timeline, currently running models, upstream and GPU health, update status, and recent requests. It refreshes in real time over server-sent events.

llama-dash dashboard

What to watch

  • Traffic rate - requests per second and tokens per second over the last minute.
  • Latency and errors - p50 latency and error rate, each with a small sparkline.
  • Telemetry rail - inference backend health, GPU snapshot, and update status.
  • Residency timeline - recent model load/unload activity and peer residency.
  • Running models - local models currently resident plus configured peers.
  • Recent requests - the latest proxied exchanges, linked to the request detail view.

How it updates

The dashboard reads initial state through the admin API, then receives live invalidation events over server-sent events. Request rows, model state, GPU snapshots, and update checks can refresh without a full page reload.

  • Models for lifecycle controls and per-model detail.
  • Requests for searchable request history.
  • System for runtime, database, proxy, and GPU health.

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